SELECT 
  video_id, 
  product_id 
FROM 
  cscart_ab__video_gallery 
WHERE 
  product_id IN (
    2437, 2439, 2442, 2447, 2446, 2438, 2444, 
    2441, 2440, 2445, 2443
  )

Query time 0.00021

JSON explain

{
  "query_block": {
    "select_id": 1,
    "table": {
      "table_name": "cscart_ab__video_gallery",
      "access_type": "range",
      "possible_keys": ["product_id"],
      "key": "product_id",
      "key_length": "3",
      "used_key_parts": ["product_id"],
      "rows": 11,
      "filtered": 100,
      "attached_condition": "cscart_ab__video_gallery.product_id in (2437,2439,2442,2447,2446,2438,2444,2441,2440,2445,2443)",
      "using_index": true
    }
  }
}